{"id":"W4224435408","doi":"10.18280/ijsdp.170231","title":"PV Self-Consumption and Self-Sufficiency for Household and Office Users: The Lockdown Effects During the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministero dello Sviluppo Economico","keywords":"Consumption (sociology); Coronavirus disease 2019 (COVID-19); Electric energy consumption; Production (economics); Pandemic; Energy consumption; Agricultural economics; Business; Operations management; Environmental science; Environmental economics; Economics; Engineering; Electric energy; Medicine; Electrical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003623325,0.0001448127,0.0002170608,0.0003125783,0.0002002442,0.0005609217,0.0002126514,0.0003767474,0.002163913],"category_scores_gemma":[0.001851239,0.00008633763,0.0002862735,0.0005047396,0.0002226215,0.0004794935,0.0004603259,0.0004506441,0.0002799338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005055674,"about_ca_system_score_gemma":0.0002027481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.011985,"about_ca_topic_score_gemma":0.01315768,"domain_scores_codex":[0.9997752,0.00003996646,0.00001115595,0.00004039995,0.00005483369,0.00007841384],"domain_scores_gemma":[0.9986867,0.0004480898,0.0003983421,0.00007958746,0.0002300937,0.000157136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007151131,0.0001724999,0.9677377,0.00005307044,0.00006698235,0.000556975,0.0007641448,0.003298006,0.003003805,0.0003525796,0.0009594144,0.02231975],"study_design_scores_gemma":[0.00000203225,0.0001085451,0.996492,0.000009055073,0.00001340311,0.00008720125,0.0007731664,0.001153962,0.0005958959,0.00007478298,0.00068356,0.00000645005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980915,0.0001013625,0.0001276183,0.00006626546,0.000004750265,0.000005477219,0.0003817748,0.000003778504,0.001217458],"genre_scores_gemma":[0.9992827,0.00004385375,0.00004330094,0.0000143131,0.000004269437,0.000004094675,0.0002548877,0.000002560311,0.0003500835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.011985,"threshold_uncertainty_score":0.02383047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02020964772940739,"score_gpt":0.2428548539820074,"score_spread":0.2226452062526,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}